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Example MCP-related Python package (layout for tools in this repo).

Linux system control MCP server over Streamable HTTP with Bearer token auth

MCP server for creating rich lexical graphs from PDFs in Neo4j. Supports multiple parse modes (pymupdf, docling, page-image), pluggable chunking strategies, document versioning, and structural verification.

MCP server for extracting entities from text chunks and creating entity graphs in Neo4j. Supports 100+ LLM providers via LiteLLM.

Structured CSV data ingestion MCP server for Neo4j

Unified Neo4j MCP proxy — single entry point for all workspace servers

arifOS v2026.04.28 — Constitutional AI Governance System. 13 canonical tools (arif_verb_noun), dynamic F1-F13 enforcement via ConstitutionKernel + FloorEvaluator, Trinity ΔΩΨ (AGI/ASI/APEX), VAULT999 immutable ledger, streamable-http MCP transport. CANONICAL SOURCE OF TRUTH: arifOS repository. https://arifos.arif-fazil.com/

MCP server giving Claude Code IDE-level intelligence for FastAPI projects

MCP server for SONAR — competitive intelligence, KYB due diligence, and adverse media screening for AI agents.

Zero-config PKM MCP server: auto-classify, search, and organize personal markdown notes

Understand your videos with Reka AI — search, ask questions, and extract insights.

Manage your GoodBarber eCommerce, Community, and Membership app via natural language.

Content-addressed, ed25519-signed memory of every place on Earth. Apache-2.0, no keys for reads.

Compare on-demand compute + storage pricing across AWS, Azure, and GCP. Bulk workload compare.

Token-budgeted web fetch for AI agents — auto-routes Jina, FireCrawl, Trafilatura, PDF.

UI feedback for AI-assisted building. Click elements, rate them, agents triage via MCP.

Find tabletop events, venues, and games. RSVP, register, create events via personal token.

Brazilian fixed income & financial data for AI. Selic, CDI, IPCA, CDB/LCI/LCA rankings, FX rates.

Disposable inboxes for AI agents: create, wait for delivery, and extract email content or links.

MCP server for Yandex Metrika API — counters, goals, reports, segments, logs